Skip to main content

Capability Expiration

Overview

Treat capability freshness as first-class: expired or stale evidence should stop winning routes until refreshed.

Why this matters

  • Routing prefers fresh evidence
  • Expiration is honest uncertainty, not punishment
  • Pair with Academy refresh paths

Try it

>
SDK:

Use cases

  • Licensed roles with renewals
  • Security clearances analogs
  • Seasonal workforce skills

See Also

← All patterns